[HTML][HTML] Siamese Architecture-Based 3D DenseNet with Person-Specific Normalization Using Neutral Expression for Spontaneous and Posed Smile Classification

K Lee, EC Lee - Sensors, 2020 - mdpi.com
Clinical studies have demonstrated that spontaneous and posed smiles have
spatiotemporal differences in facial muscle movements, such as laterally asymmetric …

Discriminating fake and real smiles using electroencephalogram signals with convolutional neural networks

MM Moussa, U Tariq, F Al-Shargie… - IEEE Access, 2022 - ieeexplore.ieee.org
Genuineness of smiles is of particular interest in the field of human emotions and social
interactions. In this work, we develop an experimental protocol to elicit genuine and fake …

RealSmileNet: a deep end-to-end network for spontaneous and posed smile recognition

Y Yang, MZ Hossain, T Gedeon… - Proceedings of the …, 2020 - openaccess.thecvf.com
Smiles play a vital role in the understanding of social interactions within different
communities, and reveals the physical state of mind of people in both real and deceptive …

Siamese-structure deep neural network recognizing changes in facial expression according to the degree of smiling

K Kondo, T Nakamura, Y Nakamura… - 2020 25th International …, 2021 - ieeexplore.ieee.org
A smile is a representative expression of happiness or high quality-of-life; however,
automatic recognition of a smile according to happiness remains a challenging task …

Effect of parameter tuning at distinguishing between real and posed smiles from observers' physiological features

MZ Hossain, T Gedeon - … , ICONIP 2017, Guangzhou, China, November 14 …, 2017 - Springer
To find the genuineness of a human behavior/emotion is an important research topic in
affective and human centered computing. This paper uses a feature level fusion technique of …

Distinguishing posed and spontaneous smiles by facial dynamics

B Mandal, D Lee, N Ouarti - … Vision–ACCV 2016 Workshops: ACCV 2016 …, 2017 - Springer
Smile is one of the key elements in identifying emotions and present state of mind of an
individual. In this work, we propose a cluster of approaches to classify posed and …

Deeply Smile Detection Based on Discriminative Features with Modified LeNet-5 Network

HM Obaya, AM Sarhan - Journal of Engineering Research, 2023 - journals.ekb.eg
Facial expressions are caused by specific movements of the face muscles; they are
regarded as a visible manifestation of a person's inner thought process, internal emotional …

Less is more: Facial landmarks can recognize a spontaneous smile

MT Faroque, Y Yang, MZ Hossain, SM Naim… - arXiv preprint arXiv …, 2022 - arxiv.org
Smile veracity classification is a task of interpreting social interactions. Broadly, it
distinguishes between spontaneous and posed smiles. Previous approaches used hand …

Novel multi-convolutional neural network fusion approach for smile recognition

J Chen, Y Jin, MW Akram, K Li, E Chen - Multimedia Tools and …, 2019 - Springer
The smile is one of the most common human facial expressions encountered in our daily
lives. Smile recognition can be used in many scenarios, such as emotion monitoring, human …

Spontaneous versus posed smiles—can we tell the difference?

B Mandal, N Ouarti - … of International Conference on Computer Vision and …, 2017 - Springer
Smile is an irrefutable expression that shows the physical state of the mind in both true and
deceptive ways. Generally, it shows happy state of the mind, however,'smiles' can be …